activity
20242026
most citedWind Power Assessment based on Super-Resolution and Downscaling -- A Comparison of Deep Learning Methods

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

RainAtlas: A Multi-Continental Dataset for Precipitation Downscaling

Pierre-Louis Lemaire, Luca Schmidt, Wietze Suijker +2

Extreme rainfall events are increasing in intensity and frequency as climate change accelerates. While kilometer-scale precipitation forecasts are critical for supporting local dec…

cs.LG2026

How Can Machine Learning Emulators Best Support Climate Science?

Luca Schmidt, Nina Effenberger, Vitus Benson +5

For decades, physics-based climate models have been used to provide insights for climate decision-making. Their application is, however, constrained by significant computational an…